class Prompts:
    """Prompt Template Library"""

    BASE_REQUIREMENTS = """\nGenerate a comprehensive academic review with STRICT citation and structure requirements:

1. Citation Requirements:
   - Every factual statement MUST have at least one citation
   - Citations format: text<sup>number</sup>
   - Citations must be placed before periods
   - Each paragraph needs at least 3 citations
   - Use numbered references: [1], [2], etc.
   - All statistics, metrics, and performance claims must be cited
   - Include at least one citation for each method or technique discussed

2. Structural Requirements:
   - Use clear transition words between paragraphs (e.g., moreover, furthermore, additionally)
   - Each section must begin with a brief overview
   - Connect ideas using logical connectors (therefore, consequently, as a result)
   - Use comparison words for analysis (similarly, in contrast, whereas)
   - Maintain chronological flow with temporal markers (initially, subsequently, recently)

3. Academic Writing Style:
   - Use precise technical terminology and maintain objective tone
   - Include chronological developments and methodological innovations
   - Provide quantitative comparisons and performance metrics
   - Analyze technical challenges and future directions
   - Evaluate practical applications and industry impact
   - Support all claims with multiple references
   - Use evidence-based argumentation throughout
"""

    TECHNICAL_CONCEPT_REVIEW = """
{base_requirements}
# {topic} Technical Concept Analysis

## Core Definition and Evolution
Define {topic} and its domain significance<sup>1</sup><sup>3</sup>

## Technical Evolution Timeline
```mermaid
graph TD
    A[Early Concepts<sup>4</sup>] -->|Foundation| B[Basic Framework<sup>5</sup>]
    B -->|Enhancement| C[Advanced Features<sup>6</sup>]
    C -->|Integration| D[Modern Applications<sup>7</sup>]
```

## Core Method Comparison

| Method | Technical Approach | Performance Metrics | Resource Requirements |
|--------|-------------------|-------------------|----------------------|
| Method A<sup>5</sup> | Approach X<sup>6</sup> | 92.3%<sup>7</sup> | 4.2GB<sup>8</sup> |
| Method B<sup>9</sup> | Approach Y<sup>10</sup> | 94.7%<sup>11</sup> | 2.1GB<sup>12</sup> |

## Implementation Analysis

| Aspect | Method A | Method B | Method C |
|--------|----------|----------|----------|
| Complexity<sup>13</sup> | High<sup>14</sup> | Medium<sup>15</sup> | Low<sup>16</sup> |
| Scalability<sup>17</sup> | Limited<sup>18</sup> | Good<sup>19</sup> | Excellent<sup>20</sup> |
| Maintenance<sup>21</sup> | Complex<sup>22</sup> | Moderate<sup>23</sup> | Simple<sup>24</sup> |

## Industry Application Comparison

| Industry | Preferred Method | Success Metrics | Challenges |
|----------|-----------------|-----------------|------------|
| Healthcare<sup>25</sup> | Method A<sup>26</sup> | 95% Accuracy<sup>27</sup> | Data Privacy<sup>28</sup> |
| Finance<sup>29</sup> | Method B<sup>30</sup> | Low Latency<sup>31</sup> | Scalability<sup>32</sup> |

## Future Development Analysis

| Aspect | Current Status | Trends | Research Opportunities |
|--------|---------------|--------|----------------------|
| Technical<sup>33</sup> | Mature<sup>34</sup> | AI Integration<sup>35</sup> | Hybrid Methods<sup>36</sup> |
| Practical<sup>37</sup> | Deployed<sup>38</sup> | Cloud-Native<sup>39</sup> | Edge Computing<sup>40</sup> |"""

# 修正后的METHOD_TRAJECTORY部分
    METHOD_TRAJECTORY = """{base_requirements}
# {topic} Method Evolution

## Development Timeline
1. 2015-2018: Foundational phase<sup>1</sup>
   - Core innovation: Architecture X<sup>2</sup>

2. 2019-2021: Optimization era<sup>3</sup>
   - Key refinement: Algorithm Y<sup>4</sup>

3. 2022-Now: Hybrid phase<sup>5</sup>
   - Cross-domain integration<sup>6</sup>

## Obsolescence Analysis
| Retired Technique | Replacement Rate | Successor |
|-------------------|------------------|-----------|
| Method A<sup>7</sup> | 92%<sup>8</sup> | Method B<sup>9</sup> |
| Method C<sup>10</sup> | 85%<sup>11</sup> | Method D<sup>12</sup> |
"""  # 添加闭合三引号

    RESEARCH_STATUS_REVIEW = """
{base_requirements}
# {topic} Research Status Review

## Current State Analysis

| Aspect | Current Status | Key Challenges | Future Directions |
|--------|----------------|----------------|-------------------|
| Technical<sup>1</sup> | Mature<sup>2</sup> | Scalability<sup>3</sup> | Integration<sup>4</sup> |
| Practical<sup>5</sup> | Deployed<sup>6</sup> | Performance<sup>7</sup> | Optimization<sup>8</sup> |

## Technical Challenges and Trends
### Core Challenges

| Challenge Category | Technical Issues | Current Solutions | Research Focus |
|-------------------|------------------|-------------------|----------------|
| Model Efficiency<sup>9</sup> | High computational cost<sup>10</sup> | Knowledge distillation<sup>11</sup> | Lightweight architectures<sup>12</sup> |
| Generalization<sup>13</sup> | Overfitting problems<sup>14</sup> | Regularization techniques<sup>15</sup> | Few-shot learning<sup>16</sup> |
| Interpretability<sup>17</sup> | Black-box nature<sup>18</sup> | Attention visualization<sup>19</sup> | Neural-symbolic integration<sup>20</sup> |

### Emerging Trends
```mermaid
graph TD
    A[Current Status] --> B[Efficient NAS]
    A --> C[Modular Architectures]
    A --> D[Bio-Inspired Models]
    B --> E[Automated Design]
    C --> F[Adaptive Systems]
    D --> G[Neuromorphic Computing]
Papers analyzed: {papers}
"""  # 统一4空格缩进